Pet Food Score - Petfood Advisor

Who really created the first ABCDE petfood-score?

Site Owner — 2026-05-21T16:47:14Z

Today, hundreds of influencers, websites, Facebook groups, mobile applications, and social media accounts claim to have invented revolutionary “petfood-score” systems using simplified A-B-C-D-E rankings. Most present these methods as scientific, objective, and indispensable for choosing kibble or wet food. However, very few consumers know the real origins of these scoring systems. The first widely known ABCDE-style pet food ranking methods appeared more than twenty years ago in the United States and were not created by veterinary nutrition specialists or scientific institutions. Since then, the concept has been endlessly duplicated, modified, repackaged, and recycled online — despite its major nutritional limitations.

The origin of simplified pet food scores

Long before TikTok influencers, Instagram “pet nutrition experts,” or viral comparison apps existed, simplified pet food scoring systems had already started circulating online in the United States.

The first well-known ABCDE-style pet food rankings emerged more than twenty years ago on early internet forums, blogs, discussion groups, and independent websites dedicated to dog and cat nutrition.

Contrary to what many people imagine today, these systems were not initially developed by recognized veterinary nutrition researchers, scientific institutions, or specialists in animal physiology.

In reality, some of the earliest popular pet food scoring methods were created by individuals with no formal expertise in veterinary nutrition or advanced nutritional science.

The idea was simple:
take publicly available information from pet food labels, combine a series of arbitrary criteria, apply bonuses and penalties, and transform the result into an easy-to-read score.

At first glance, the concept looked attractive because it gave consumers the illusion of simplicity in a very complex market.

Unfortunately, simplicity is precisely where the problem begins.

The illusion of scientific objectivity

One of the reasons these systems became so successful is psychological.

Consumers naturally prefer:

quick answers,
easy comparisons,
visual rankings,
simple colors,
and immediate conclusions.

An A-B-C-D-E classification appears reassuring because it creates the impression that nutrition can be summarized instantly through a universal score.

Many users therefore assume:

an “A” automatically means healthy,
a “C” means average,
and an “E” means dangerous.

But pet nutrition does not function like a school exam.

A dog or cat is not a smartphone, a washing machine, or a restaurant review.

Nutrition involves:

physiology,
metabolism,
digestibility,
ingredient sourcing,
processing methods,
bioavailability,
feeding context,
age,
activity,
sterilization,
medical conditions,
and many other variables.

Reducing all these elements into one simplistic final grade inevitably destroys context.

Duplicated endlessly across the internet

Over the years, these early American scoring systems inspired countless copies.

Today, hundreds of influencers, bloggers, YouTubers, Facebook groups, mobile applications, and websites claim to have created their own “revolutionary” petfood-score.

In reality, most of these systems simply recycle the same basic idea:

assign points,
apply penalties,
combine unrelated criteria,
and produce a final letter or number.

Some modify the formulas slightly.
Others change the colors or visual presentation.
Some pretend to use artificial intelligence.
Others market their rankings as “scientific” or “independent.”

But the underlying logic remains almost identical.

The same simplistic approach has therefore been duplicated and repackaged for more than two decades.

In many cases, influencers present these systems as original inventions even though very similar scoring models have circulated online since the early days of internet pet communities.

Why these systems are unreliable

The main problem is not simply who created these scores.

The deeper issue is that the concept itself is fundamentally flawed.

A pet food score built from simplified formulas cannot realistically evaluate:

true ingredient quality,
digestibility,
nutrient bioavailability,
manufacturing quality,
contamination risks,
sourcing consistency,
physiological adaptation,
or the individual needs of each animal.

Two foods with similar analytical values may behave completely differently in practice depending on:

ingredient origin,
industrial processing,
cooking temperature,
storage conditions,
or protein digestibility.

At the same time, a veterinary diet designed for a specific medical condition may intentionally prioritize completely different nutritional objectives than a high-performance formula for sporting dogs.

Comparing them through one universal A-B-C-D-E scale becomes meaningless.

The danger of “invisible compromises”

One of the biggest problems with petfood-scores is what could be called invisible compromise.

A final score may hide major nutritional trade-offs.

For example:

a food may contain high protein levels but average ingredient quality,
carbohydrates may be excessive but compensated elsewhere in the formula,
processing methods may reduce nutritional quality,
mineral balance may remain questionable,
or digestibility may not be properly reflected.

When all these factors are merged into one opaque final score, the consumer no longer sees the complexity behind the product.

The score creates the illusion of clarity while actually hiding uncertainty.

This is why an apparent “B” product is not necessarily better than a “C” product.

Everything depends on:

the animal,
the feeding context,
the physiological objective,
and the interpretation of the data.

The social media amplification effect

Modern social media platforms accelerated the popularity of these systems dramatically.

Algorithms favor:

emotional reactions,
controversy,
simplified messages,
viral rankings,
and fear-based content.

A colorful “Top 10 best kibbles” video generates far more engagement than a detailed discussion about digestibility, bioavailability, or nutritional context.

As a result, many influencers adopted simplified petfood-score systems because they are:

visually effective,
easy to explain,
highly shareable,
and commercially attractive.

Unfortunately, popularity does not equal scientific reliability.

Many consumers now confuse:

viral visibility,
follower counts,
and confident presentation
with actual nutritional competence.

Why Petfood Advisor rejects the ABCDE philosophy

This is precisely why Petfood Advisor takes a different position.

The project rejects the idea that pet nutrition can be summarized honestly through arbitrary universal grades.

Instead of assigning simplistic A-B-C-D-E scores, Petfood Advisor focuses on:

contextual analysis,
measurable data,
evolving databases,
comparison tools,
nutritional interpretation,
and critical thinking.

The goal is not to tell consumers:
“This food is good.”
“This food is bad.”

The objective is to help users understand:

what is inside the product,
how the formulation works,
what strengths and limitations exist,
and whether the recipe fits their own animal's needs.

This approach may appear less spectacular than viral ranking systems.

However, it is also far more transparent and intellectually honest.

A more responsible vision of pet nutrition

Pet nutrition deserves better than simplified internet grades invented decades ago and endlessly duplicated by influencers searching for engagement.

Choosing food for a dog or cat should never depend entirely on:

a color,
a letter,
or a viral ranking.

Real nutritional understanding requires nuance, context, transparency, and continuous learning.

The popularity of ABCDE petfood-scores does not make them reliable.

In many situations, these systems create more confusion than clarity.

Petfood Advisor promotes a different vision:

less simplification,
more explanation,
less emotional marketing,
more structured analysis,
and better tools for informed decision-making.

Because in nutrition, reality is always more complex than a single score.

Who Created the Pacta Petfood-Score Concept?

Site Owner — 2026-05-21T16:38:21Z

The “Pacta Petfood-Score,” created by Alain Stevens from Petfood Advisor, was born from a simple observation: A-to-E rating systems applied to pet food are appealing—but fundamentally misleading. At a time when consumers seek quick reassurance, this initiative offers a more demanding, but far more reliable alternative.

The illusion of a “Yuka for kibble”
The success of apps like Yuka and systems like Nutri-Score has changed how people choose food: quick scans, simple scores, instant decisions.

Applied to pet food, this idea has led to a wave of “petfood scores” ranking products from A to E. On the surface, it sounds ideal: scan, compare, choose.

But this promise relies on oversimplification—and that's where it breaks down.

A much more complex nutritional reality
Unlike human food, kibble is not eaten occasionally. For many pets, it represents 100% of their daily diet.

That creates a much higher level of responsibility: the nutritional balance must be complete, precise, and tailored to each animal.

And those needs vary widely:

Age (puppy, adult, senior).

Activity level.

Health status or sterilization.

Species (dog vs. cat).

In this context, reducing quality to a single letter becomes unreliable.

The problem with ABCDE scores
A-to-E rating systems work by combining multiple criteria into one final score.

But with pet food, this creates what can be called “invisible compromises.”

For example:

Protein quantity may be high, but quality may be average.

Carbohydrates may be excessive but offset in the score.

Processing methods may degrade quality without being fully reflected.

By merging all these factors into one opaque grade, the final score hides more than it reveals.

A “B” is not necessarily better than a “C”—it all depends on your specific pet.

The limits of standardization
Another key issue is the idea of a universal scoring system.

Can you fairly compare on the same scale:

A veterinary diet designed for a medical condition?

A high-performance formula for active dogs?

A maintenance diet for sedentary pets?

These products serve entirely different purposes. Reducing them to a single scale strips away essential context.

The Pacta Petfood-Score: a different approach
This is where Alain Stevens and Petfood Advisor take a clear stand.

The Pacta Petfood-Score is not another rating system—it is a response to the flaws of existing ones.

Its core principle is simple: refuse to reduce complexity to a single grade.

Transparency over simplification
Instead of assigning A, B, or C scores, Petfood Advisor focuses on structured, detailed analysis.

Each product is evaluated across key dimensions:

Ingredient quality and sourcing.

Real nutritional balance.

Overall formulation consistency.

Strengths and limitations.

This approach gives pet owners a clearer, more honest understanding of what they are feeding.

Inform, don't oversimplify
Simple scores feel reassuring—but in pet nutrition, they can be misleading.

The Pacta approach prioritizes education over instant judgment. Rather than delivering a quick verdict, it provides the tools to make informed decisions based on each pet's needs.

Making better choices
Choosing pet food should not come down to a letter or a color.

It should be about understanding:

What is really inside the product.

Why it may—or may not—be suitable.

What trade-offs it involves.

By rejecting arbitrary scoring systems, Petfood Advisor promotes a more rigorous, transparent, and ultimately more trustworthy way to evaluate pet food.

Why Petfood Advisor was created

Site Owner — 2026-05-21T16:33:39Z

The pet food market has become increasingly complex for consumers. Between viral social media content, contradictory influencer advice, emotional marketing campaigns, and simplified “good versus bad” scoring systems, many pet owners struggle to understand what they are truly feeding their dogs and cats. Petfood Advisor was created to offer a different approach: one centered on transparency, contextualized information, evolving databases, and informed decision-making rather than simplistic universal rankings.

Why the project began

Petfood Advisor was born from a simple observation: pet owners are exposed to a massive amount of contradictory information about nutrition.

On one side, some websites or influencers claim that certain products are “perfect.” On the other side, other creators describe the exact same foods as “dangerous” or “toxic.” Social media algorithms often amplify emotional content, dramatic warnings, and simplified nutritional claims because those formats generate engagement and reactions.

At the same time, many consumers genuinely want to understand pet food composition more seriously. Unfortunately, they quickly discover that nutrition is far more complex than viral rankings suggest.

Petfood Advisor was therefore created to build a more transparent and educational environment for pet owners looking for structured information rather than emotional marketing.

Moving beyond simplistic scoring systems

One of the core ideas behind the project is that pet nutrition cannot realistically be reduced to a universal A-B-C-D-E score.

Many modern applications attempt to summarize complex nutritional data into a single letter grade or a simplified score. While these systems may appear reassuring at first, they often hide important limitations:

nutritional needs vary from one animal to another,
ingredient quality cannot always be measured through labels alone,
manufacturing processes matter,
digestibility remains difficult to evaluate,
and analytical values must always be interpreted in context.

A highly active working dog, an indoor sterilized cat, a growing puppy, or a senior animal do not have identical nutritional requirements.

A food that may appear interesting for one pet could become completely unsuitable for another.

Petfood Advisor was designed around the idea that consumers need tools to think critically, not algorithms that replace their judgment entirely.

An approach based on transparency and analysis

Rather than focusing on emotional “best food” rankings, Petfood Advisor aims to provide measurable and contextualized information.

The project progressively develops:

evolving nutritional databases,
comparison tables,
customizable filters,
ingredient analysis tools,
carbohydrate estimation systems,
dry matter calculations,
contextual nutritional interpretation,
and educational resources for consumers.

The objective is not simply to label foods as “good” or “bad,” but to help users better understand the strengths and limitations of recipes.

For example, Petfood Advisor tools may help users:

compare estimated carbohydrate levels,
analyze protein and fat ratios,
study calcium/phosphorus balance,
understand ingredient positioning,
compare dry matter values,
and explore nutritional data according to their own priorities.

Understanding carbohydrates and hidden nutritional data

One of the major discussions in modern pet nutrition concerns carbohydrates.

In many countries, manufacturers are not required to directly display carbohydrate percentages on packaging. Consumers usually only see:

proteins,
fats,
fibers,
ash,
and moisture.

As a result, carbohydrate levels are often estimated through calculations.

Petfood Advisor helps users understand these estimations in a more contextualized way. The project does not promote simplistic shortcuts such as:
“low carb automatically means healthy”
or
“high carb automatically means dangerous.”

Instead, carbohydrate analysis is presented as one part of a broader nutritional evaluation that must also consider:

protein quality,
digestibility,
ingredient sourcing,
fiber balance,
manufacturing methods,
and the overall physiological needs of the animal.

Why digestibility matters

Digestibility is another important topic frequently misunderstood online.

Two products may display very similar analytical values on paper while producing very different results in practice depending on:

ingredient quality,
bioavailability,
protein sourcing,
processing methods,
and the animal's own digestive sensitivity.

Petfood Advisor recognizes that digestibility cannot realistically be summarized through a simplistic public score or determined by scanning a label alone.

The project instead encourages consumers to combine multiple sources of information:

ingredient analysis,
nutritional context,
stool quality observations,
feeding adaptation,
and comparative data.

A customizable philosophy

Another important goal behind Petfood Advisor is personalization.

Unlike rigid universal scoring systems, the project aims to progressively allow users to adapt their own evaluation criteria according to their pets' specific needs.

For example, users may eventually prioritize:

lower estimated carbohydrates,
higher protein levels,
digestive sensitivity,
indoor lifestyles,
senior nutrition,
mineral balance,
ingredient preferences,
or other contextual factors.

This philosophy reflects a central idea:
there is no single “perfect” food for every animal.

Nutrition must always be interpreted according to context, physiology, lifestyle, and individual needs.

An evolving project

Petfood Advisor remains an evolving platform.

New databases, tools, comparison systems, educational resources, and search features are continuously being developed and improved.

The ambition is not to create another viral ranking website, but to progressively build:

a transparent nutritional ecosystem,
a reliable comparison platform,
and an educational resource helping consumers better understand the reality of modern pet nutrition.

The project also aims to encourage more critical thinking around pet food marketing, influencer culture, and simplified nutritional narratives that dominate many online discussions today.

A different vision of pet nutrition

Ultimately, Petfood Advisor was created because many pet owners deserve better tools than fear-based marketing, opaque algorithms, and emotional social media debates when making decisions about their animals' nutrition.

The project promotes a different vision:

more transparency,
more context,
more measurable information,
and more informed decision-making.

Because nutrition is complex.

And because responsible choices deserve better than simplistic rankings.

Petfood advisor: a smarter way to understand what your pet really eats

Site Owner — 2026-04-28T07:03:48Z

Choosing the right food for a dog or a cat has become increasingly complex. Between marketing claims, ingredient lists, and viral scoring systems, many pet owners feel overwhelmed. Petfood Advisor was created to bring clarity, structure, and critical thinking into this process, without reducing nutrition to a single letter or artificial score.

A different philosophy of pet food evaluation

Petfood Advisor is built on a simple idea: nutrition cannot be reduced to a universal score. Unlike popular rating systems that assign grades such as A, B, C, D, or E, this platform avoids oversimplification.

Every animal is unique. Age, breed, activity level, metabolism, and health status all influence nutritional needs. A product that may be suitable in one situation could be inappropriate in another. Assigning a single grade creates an illusion of certainty that does not reflect biological reality.

Instead of ranking products, Petfood Advisor provides structured analysis and decision-support tools. The goal is not to tell users what to buy, but to help them understand what they are buying.

Why traditional scoring systems fall short

Letter-based scoring systems are appealing because they are quick and easy to understand. However, they often rely on simplified algorithms that cannot capture the complexity of pet nutrition.

These systems may:

Overvalue or undervalue certain ingredients without context
Ignore the variability between animals
Create unnecessary fear or false reassurance
Encourage impulsive decisions based on a label rather than analysis

In some cases, these scores can even lead to abrupt dietary changes, which may not be suitable for the animal. Nutrition requires stability, gradual adjustments, and professional consideration when needed.

The petfood advisor approach

Petfood Advisor proposes a different model based on transparency and interpretation.

Rather than delivering a final judgment, the platform focuses on:

Breaking down ingredient lists into understandable elements
Highlighting nutritional composition and analytical values
Comparing similar products through objective criteria
Identifying patterns across brands and formulations
Providing context to help interpret marketing claims

This approach transforms passive consumption into active understanding. Users are encouraged to develop their own reasoning instead of relying on a predefined score.

A decision-support tool, not a verdict

One of the core principles of Petfood Advisor is neutrality. The platform does not aim to promote or discredit specific brands.

It acts as a guide that helps users:

Ask the right questions
Identify relevant information
Compare options logically
Avoid common misconceptions

This positioning is essential in a market where opinions, trends, and viral content often replace objective analysis.

Rethinking the concept of petfood score

The term “petfood score” is redefined within this framework. Instead of a fixed rating, it becomes a set of analytical indicators.

These indicators can include:

Ingredient structure
Protein sources and diversity
Nutritional balance
Processing level
Consistency across product ranges

By presenting multiple dimensions rather than a single result, Petfood Advisor allows a more nuanced interpretation. This method respects the complexity of nutrition while remaining accessible to non-specialists.

Toward a more responsible way of choosing pet food

The objective is not to complicate decisions, but to make them more reliable.

Understanding pet food requires time, attention, and access to clear information. Petfood Advisor provides the tools to support this process without replacing individual judgment or professional advice.

In a world where quick answers are often misleading, this approach encourages a more thoughtful and responsible relationship with pet nutrition.

Petfood Advisor is designed as an informational resource and a decision-support environment. The content provided does not replace veterinary advice. For any specific dietary concern or health condition, consultation with a qualified professional remains essential.